Austin Welch's repositories
SageMaker-SSH
SSH to a SageMaker Notebook Instance, enabling VS Code!
mmdetection
OpenMMLab Detection Toolbox and Benchmark
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
cookiecutter-poetry-gitlab
A modern cookiecutter template for Python projects that use Poetry for dependency management
d2l-en
An interactive deep learning book with code, math, and discussions, based on the NumPy interface.
DALLE2-pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
How-Diffusion-Models-Work
In How Diffusion Models Work, you will gain a deep familiarity with the diffusion process and the models which carry it out. More than simply pulling in a pre-built model or using an API, this course will teach you to build a diffusion model from scratch.
huggingface-notebooks
Jupyter notebooks for the Natural Language Processing with Transformers book
llama_index
LlamaIndex (formerly GPT Index) is a data framework for your LLM applications
llm-hosting-container
Large Language Model Hosting Container
mastodon-on-aws
Host your own Mastodon instance on AWS
mmengine
OpenMMLab Foundational Library for Training Deep Learning Models
mmrotate
OpenMMLab Rotated Object Detection Toolbox and Benchmark
models
Models and examples built with TensorFlow
NeMo-Guardrails
NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
nougat
Implementation of Nougat Neural Optical Understanding for Academic Documents
playground
A central hub for gathering and showcasing amazing projects that extend OpenMMLab with SAM and other exciting features.
PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
rhubarb
A Python framework for multi-modal document understanding with Amazon Bedrock
segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
serve
Serve, optimize and scale PyTorch models in production
sherlock-project
This repository provides data and scripts to use Sherlock, a DL-based model for semantic data type detection: https://sherlock.media.mit.edu.
syne-tune
Large scale and asynchronous Hyperparameter Optimization at your fingertip.
torch2trt
An easy to use PyTorch to TensorRT converter
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
yolov3-tf2
YoloV3 Implemented in Tensorflow 2.0